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Course Outline
Introduction
- What defines Julia as a programming language?
- The origins of Julia: when, how, and by whom it was created?
- Julia learning resources
Development Environment
- Introduction to cloud-based development environments
- Terminal usage
- REPL (Read-Eval-Print Loop)
- Loading and installing packages
- IDE (Integrated Development Environment)
Fundamental Types, Variables, and Operators
- Basic data types
- Strings and interpolation techniques
- Variables
- Operators
Variables, Functions, and Operations
- Variables and constants
- Declaring and invoking functions and lambdas
- Control flow, exception handling, and errors
Scoping
- Function scoping rules
- Global and local scoping
- Code blocks
- begin/end blocks
- let/end blocks
- Modules
- Data Structures
- Tuples
- Dictionaries
- Arrays
- Vectors
- Matrices & Linear Algebra
- Multidimensional arrays
- Dot notation (within functions)
- Handling missing values
Types
- Tuples and named tuples
- Structs and mutability
- Unions
- Abstract types and inheritance
- Parametric types (generics) and inheritance
- Value types
- Type checking
Methods and Constructors
- Multiple dispatch
- Defining methods for abstract types and other types
- Constructors
- Print/show methods
- Operator overloading
- Interfaces
Metaprogramming
- Symbols
- Eval
- Expressions
- Interpolation
- Evaluation
- Creating and invoking macros
- Code generation
- @generated functions
Local Concurrency and Parallelism
- SIMD
- Parallelism
- Tasks & Channels
- Asynchronous programming
- Multithreading
- Performance optimization
Tooling
- Unit testing
- Performance benchmarking
- Profiling
- Logging
- Debugging: stack traces
I/O
- Reading and writing text and binary files
- Delimited files
- Memory-mapped files
- Downloading files
Requirements
There are no prerequisites for attending this course.
21 Hours
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 3900 € + VAT*
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